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SERP Analysis · nicepkg | DecimalAI

marketingby nicepkg

SERP Analysis

nicepkg/serp-analysis

Source nicepkg/ai-workflow ↗License MIT

SERP analysis techniques for intent classification, feature identification, and competitive intelligence.

NewMaintained

Automatic

Marketing & Content pack

Last verified 8/24/2026

What it changes

Passed 10 of 15 test cases with the skill, and 12 of 15 without it.

Without skill77%

With skill68%

Checks it passed that the model alone missed

The competitor breakdown presents competitor ranking, domain name, content type, word count, and content angle.
The recommendations section covers content formatting, target length, snippet strategy, and unique differentiation.

2 fixed13 passed either way3 still failing4 broke

Pass-rate lift: -9 pp
Tokens: +29%
Agent turns: 0%
Response time: -13%

Model gemini-3.6-flashMeasured 8/24/2026v115 of 22 cases passed with skill · 15 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/nicepkg-serp-analysis/SKILL.md https://app.decimal.ai/s/nicepkg-serp-analysis/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add nicepkg-serp-analysis, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/nicepkg-serp-analysis/ and pins it in .decimal/skills.lock

decimalai skills add nicepkg-serp-analysis

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/nicepkg-serp-analysis/SKILL.md https://app.decimal.ai/s/nicepkg-serp-analysis/SKILL.md

Raw file: /s/nicepkg-serp-analysis/SKILL.md ↗ · machine-readable summary at /s/nicepkg-serp-analysis.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

Construct a competitor matrix for 'accounting software for freelancers'. Top domains are Quickbooks, Freshbooks, and Wave. Present this breakdown in the standard competitor table format.

What was checked, without and with the skill
Checked	Without skill	With skill
The competitor breakdown presents competitor ranking, domain name, content type, word count, and content angle.	Missed	Passed

case-15 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md110 linessingle file

SERP Analysis

When to Use

Analyzing search results for a keyword
Classifying search intent
Identifying SERP feature opportunities
Competitive intelligence gathering

Intent Classification

Intent Types

Intent	SERP Signals	User Goal	Content Format
Informational	Wikipedia, knowledge panels, "what is" queries	Learn something	Guide, tutorial, explainer
Commercial	Reviews, comparisons, "best X" queries	Compare options	Comparison, listicle, review
Transactional	Product pages, shopping results, "buy X"	Purchase something	Product page, pricing
Navigational	Brand homepage, login pages	Find specific site	Homepage, login page

Classification Process

Search the keyword using WebSearch
Analyze result types:
- All informational = Informational intent
- Mix of reviews/comparisons = Commercial intent
- Product pages dominant = Transactional intent
- Single brand dominant = Navigational intent
Check for mixed intent (common for broad keywords)
Note confidence level (% of results supporting classification)

SERP Features

Feature Identification

Feature	How to Identify	Optimization Strategy
Featured Snippet	Box at top with answer	Direct answer in first 100 words
People Also Ask	Expandable question boxes	FAQ section, answer common questions
Image Pack	Row of images	High-quality images with alt text

Track record

Benchmark

10 / 15

test cases passed, vs 12 / 15 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

nicepkg / ai-workflow

workflows/marketing-pro-workflow/.claude/skills/serp-analysis/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

SERP Analysis

When to Use

Intent Classification

Intent Types

Classification Process

SERP Features

Feature Identification

Track record

Benchmark

Adoption

SkillSafety

Source

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